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Latest Insights

Thoughts on AI in the Enterprise

April 27, 2026

My AI Stack, Four Months Later

Four months after sharing my personal AI stack, the shape has changed — models, supporting APIs, and agentic platforms now sit underneath, with chat as just one of several ways to reach them.

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April 20, 2026

The Three Jobs of AI System Ownership

The word “ownership” hides three distinct jobs — operator, maintainer, and steward. Assigning them explicitly is what keeps AI systems from quietly drifting in production.

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April 13, 2026

The Three Gaps Between a Pilot and a Production System

Three structural gaps — visibility, resilience, and ownership — explain most of the friction when transitioning an AI pilot to production. Here’s how to close them.

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